A dashboard earns its place when it helps a team choose an action. Start with the decisions, then show the smallest set of signals that supports them.
Name the decisions
Examples include budget movement, landing-page priority, lead-quality investigation and whether an experiment should continue.
Use three layers
Show delivery signals, conversion signals and commercial signals separately. This prevents a cheap click from looking like a business result.
Add comparison and notes
Time range, market, campaign role and a short interpretation are often more useful than another chart.
Make the next action visible
Every red or amber signal should have an owner, a due date and a clear follow-up question.
Sources & further reading
This framework is Samsina’s practical interpretation. The following primary sources provide useful platform or governance context.
Google Analytics — reports and explorationsOfficial guidance on turning measurement into analysis.↗Author: Sina Dadmehr, founder of Samsina and specialist in performance marketing and demand generation. Reviewed 10 August 2026.
